Recent advances in the precision control strategy of artificial pancreas
W Ming, X Guo, G Zhang, Y Liu, Y Wang… - Medical & Biological …, 2024 - Springer
The scientific diagnosis and treatment of patients with diabetes require frequent blood
glucose testing and insulin delivery to normoglycemia. Therefore, an artificial pancreas with …
glucose testing and insulin delivery to normoglycemia. Therefore, an artificial pancreas with …
Artificial pancreas under stable pulsatile MPC: Improving the closed-loop performance
P Abuin, PS Rivadeneira, A Ferramosca… - Journal of Process …, 2020 - Elsevier
This work presents a pulsatile Zone Model Predictive Control (pZMPC) for the control of
blood glucose concentration (BGC) in patients with Type 1 Diabetes Mellitus (T1DM). The …
blood glucose concentration (BGC) in patients with Type 1 Diabetes Mellitus (T1DM). The …
A high-performance Monte Carlo simulation toolbox for uncertainty quantification of closed-loop systems
MR Wahlgreen, AT Reenberg… - 2021 60th IEEE …, 2021 - ieeexplore.ieee.org
We apply Monte Carlo simulation for performance quantification and tuning of controllers in
nonlinear closed-loop systems. Computational feasibility of large-scale Monte Carlo …
nonlinear closed-loop systems. Computational feasibility of large-scale Monte Carlo …
Nonlinear model predictive control and system identification for a dual-hormone artificial pancreas
AT Reenberg, TKS Ritschel, EB Lindkvist… - IFAC-PapersOnLine, 2022 - Elsevier
In this work, we present a switching nonlinear model predictive control (NMPC) algorithm for
a dual-hormone artificial pancreas (AP), and we use maximum likelihood estimation (MLE) …
a dual-hormone artificial pancreas (AP), and we use maximum likelihood estimation (MLE) …
[HTML][HTML] Reinforcement Learning: A Paradigm Shift in Personalized Blood Glucose Management for Diabetes
Background/Objectives: Managing blood glucose levels effectively remains a significant
challenge for individuals with diabetes. Traditional methods often lack the flexibility needed …
challenge for individuals with diabetes. Traditional methods often lack the flexibility needed …
Initial titration for people with type 1 diabetes using an artificial pancreas
M Sejersen, D Boiroux, SE Engell, TKS Ritschel… - IFAC-PapersOnLine, 2021 - Elsevier
For people with type 1 diabetes and some with type 2 diabetes, the problem of insulin
titration, ie finding an adequate basal rate of insulin, is a complex and time-consuming task …
titration, ie finding an adequate basal rate of insulin, is a complex and time-consuming task …
ARTIFICIAL PANCREAS WITH CLOSED-LOOP CONTROL FOR TYPE 1 DIABETES: DESIGN, IMPLEMENTATION, AND EVALUATION
A closed-loop controller of insulin supply, often known as an artificial pancreas, is used to
treat type 1 diabetes. This research presents the status of closed-loop control systems and …
treat type 1 diabetes. This research presents the status of closed-loop control systems and …
A one-size-fits-all artificial pancreas for people with type 1 diabetes based on physiological insight and feedback control
RT KS, AT Reenberg, EB Lindkvist… - 2023 European …, 2023 - ieeexplore.ieee.org
We propose a model-free artificial pancreas (AP) for people with type 1 diabetes. The
algorithmic parameters are tuned to a virtual population of 1,000,000 individuals, and the AP …
algorithmic parameters are tuned to a virtual population of 1,000,000 individuals, and the AP …
[图书][B] A Novel Fully Automated Artificial Pancreas for Type1 Diabetes
D Majdpour - 2020 - search.proquest.com
Artificial pancreas systems reduce glycemic variability and improve glucose control
compared to conventional pump therapy, yet users are still required to count and enter the …
compared to conventional pump therapy, yet users are still required to count and enter the …